Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.081352 1.311373 1.604447 2.016493 2.600808 3.434567 4.788492
2025-04-13 0.763364 1.009467 1.369208 1.970709 3.043815 5.128356 10.487835
2025-04-20 0.640117 0.900917 1.323610 2.138773 3.939383 8.869606 34.527561
2025-04-27 0.552640 0.812334 1.265757 2.242351 4.836556 15.006145 198.706951
2025-05-04 0.479779 0.726308 1.179570 2.238166 5.498820 23.622485 21459.321775
2025-05-11 0.418770 0.646752 1.081149 2.156454 5.869286 34.391094 NaN
2025-05-18 0.382290 0.603661 1.042777 2.206132 6.840300 65.901772 NaN
2025-05-25 0.356760 0.575876 1.028491 2.315962 8.350478 182.356231 NaN
2025-06-01 0.328776 0.538656 0.984403 2.317901 9.398697 564.733812 NaN
2025-06-08 0.300357 0.496592 0.920569 2.229982 9.787764 1859.386135 NaN
2025-06-15 0.285734 0.480211 0.913691 2.334331 12.018556 NaN NaN
2025-06-22 0.268772 0.456763 0.884866 2.348055 13.679062 NaN NaN
2025-06-29 0.250018 0.427990 0.839028 2.283997 14.536344 NaN NaN
2025-07-06 0.234146 0.403795 0.801303 2.240223 15.715558 NaN NaN
2025-07-13 0.228629 0.401174 0.819516 2.445753 22.333232 NaN NaN
2025-07-20 0.220699 0.392258 0.819001 2.572307 29.756891 NaN NaN
2025-07-27 0.209834 0.375597 0.793841 2.567319 34.518320 NaN NaN
2025-08-03 0.197612 0.354766 0.753662 2.467884 35.506409 NaN NaN
2025-08-10 0.190444 0.344872 0.743813 2.528315 45.285275 NaN NaN
2025-08-17 0.185413 0.339415 0.746179 2.662348 66.139023 NaN NaN
2025-08-24 0.177997 0.327677 0.727643 2.664720 80.938453 NaN NaN
2025-08-31 0.169055 0.311649 0.693780 2.557372 81.971962 NaN NaN
2025-09-07 0.165165 0.307368 0.696022 2.684822 130.900635 NaN NaN